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whisper-large-v3-Hindi
KhushiDS/whisper-large-v3-Hindi
whisper-large-v3-Hindi is a automatic speech recognition model from KhushiDS. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
Access
Public
Updated Feb 26, 2025
Repo size
63.1 MB
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Feb 26, 2025
- Updated
- Feb 26, 2025
- SHA
- 4f3bb0cb
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
whisper-large-v3-Hindi-Version1
This model is a fine-tuned version of openai/whisper-large-v3 on the fleurs dataset. It achieves the following results on the evaluation set:
- Loss: 0.1571
- Wer: 18.1667
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3e-06
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- training_steps: 20000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.1799 | 6.7797 | 2000 | 0.1806 | 21.3881 |
| 0.1631 | 13.5593 | 4000 | 0.1678 | 20.0703 |
| 0.1436 | 20.3390 | 6000 | 0.1622 | 19.4748 |
| 0.145 | 27.1186 | 8000 | 0.1593 | 18.8403 |
| 0.1316 | 33.8983 | 10000 | 0.1578 | 18.5670 |
| 0.1293 | 40.6780 | 12000 | 0.1574 | 18.5182 |
| 0.1281 | 47.4576 | 14000 | 0.1570 | 18.4010 |
| 0.1258 | 54.2373 | 16000 | 0.1569 | 18.0594 |
| 0.1192 | 61.0169 | 18000 | 0.1571 | 18.4108 |
| 0.128 | 67.7966 | 20000 | 0.1571 | 18.1667 |
Framework versions
- PEFT 0.12.1.dev0
- Transformers 4.45.0.dev0
- Pytorch 2.4.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Languages
- hi
- Created
- Feb 26, 2025
- Updated
- Feb 26, 2025